Security and Communication Networks / 2018 / Article / Tab 6

Research Article

Detecting Malware with an Ensemble Method Based on Deep Neural Network

Table 6

The comparison with other works.

Methods Accuracy (%)Training time (h)Detection time (s)

Kaggle Winner Solution [37]99.837213.33
Novel Features [38]99.7721.864
Linear kNN [39]96.6--
Random Forest [40]95.62--
One-class SVM [41]92--
tGAN [42]96.39--
Strand Gene Sequence [43]98.590.750.3
MalNet99.362.910.03

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